The shared diagnosis. The mutual pity. He couldn't stand it. He’d lived his life a certain way, and now this stranger, Michael, had come along and ruined it. The thought of this man, with his overly friendly demeanor, being connected to him for the rest of his life was unbearable.

Michael wanted to be friends. He wanted to share resources, to compare notes, to build a support network. The very thought made his stomach churn.

"That's very generous," he said, his voice carefully controlled, "but I've found a different approach." He paused, letting the silence hang. "Why don't you let me handle everything? I've already done all of the work. You don't have to worry about anything." He wanted Michael to be completely at his mercy. He wanted to see him squirm.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

This story is one of 1,000 stories generated for the emotion vindictive. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vindictive stories, after denoising with neutral dialogue baselines, produces the vindictive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vindictive vector is projected through the unembedding matrix.

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509